an excellent investigation into reported Codex degradations, super interesting read imo:
GENERATIVE AI
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Groq’s Crazy October: Partnerships, Price Drops, and Major Updates
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october was craaaazy:
– Groq IBM partnership
– McLaren keeps winning with Groq on the halo
– gpt-oss-safeguard day 0 on GroqCloud
– gpt-oss 120/20B major price drop + prompt caching
– Huge openbench v0.5.0 release with 350+ new evals
– @JonathanRoss321 speaks at @FIIKSA – Groq -
Attending EMNLP2025 in Suzhou presenting multimodal LLM grounding work
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I will be heading to Suzhou soon attending #EMNLP2025 next week, presenting my work on grounding multimodal LLMs with world/cultural knowledge, https://
arxiv.org/abs/2508.07414. Email/DM open if you want to chat about the paper and other topics more broadly(multimodal LLMs x languages x -
Seven AI Opportunities to Transform the World Positively
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7 Great AI Hopes That Could Change The World Beyond caution and risk, there are powerful, positive possibilities for AI—from improving lives to enabling new forms of collaboration and creativity. Read more https://
bernardmarr.com/7-great-ai-hop
es-that-could-change-the-world/
… #AIforGood #FutureTech #PossibilityMindset -
Canva’s AI Design Model Understands Structure and Branding
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6️⃣ Canva Design Model 🧠
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 1 novembre 2025
The world’s first AI model built to understand design itself — not just images.
It knows structure, hierarchy, branding, and visual logic — creating fully editable designs in seconds.
Next-level design intelligence. pic.twitter.com/v7K7BofJA1Canva Design Model The world’s first AI model built to understand design itself — not just images.
It knows structure, hierarchy, branding, and visual logic — creating fully editable designs in seconds. Next-level design intelligence. -
Canva Grow: AI-Powered Ad Generation for Meta Platforms
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7️⃣ Canva Grow (Ads)
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 1 novembre 2025
Canva Grow scans your site to learn your brand colors, tone & voice, then uses AI to generate multiple ad variants that match your goals.
Customize them instantly; publish directly to Meta (more platforms coming soon).
No downloads. No uploads. Just growth. pic.twitter.com/voFLrA1Y82Canva Grow (Ads) Canva Grow scans your site to learn your brand colors, tone & voice, then uses AI to generate multiple ad variants that match your goals. Customize them instantly; publish directly to Meta (more platforms coming soon).
No downloads. No uploads. Just growth. -
Canva integrates real-time AI feedback for collaborative design
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8️⃣ Ask @Canva 💬
— Futurepedia – Learn to Leverage AI (@futurepedia_io) 1 novembre 2025
Need feedback or fresh visuals? Just tag @Canva right inside your design.
Get real-time AI support without leaving your workspace — brainstorm, refine, and create faster than ever.
Collaboration meets AI magic. pic.twitter.com/hPLdLKajV3Ask @Canva Need feedback or fresh visuals? Just tag @Canva right inside your design.
Get real-time AI support without leaving your workspace — brainstorm, refine, and create faster than ever. Collaboration meets AI magic. -
Efficiency and Intelligence in AI Agent Development
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By the end of testing, it was beating every open-source agent in the field and holding its own against proprietary systems built with 10x the resources. Turns out intelligence isn’t about size. It’s about how well you manage what you already know.
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AI models demonstrating reflection and iterative problem-solving
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It even knows when it’s wasting time. After 11 failed attempts in one example, it folded the entire dead end into one sentence, learned the lesson, and moved on. That’s not just optimization that’s reflection.
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Optimizing AI Agent Context Management and Token Efficiency
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Most agents collapse when their context fills up.
This one doesn’t. Even after 100 turns, its entire memory grows from ~3.5K to just ~7K tokens. That’s like running a 500-page research project and still remembering only what matters. And instead of stacking logs endlessly like